tollefj/nordic-ner

Created from the three datasets wikiann, norne, dane, and KBLab/sucx3_ner.

See detailed config below:

dataset_ids = [
    "wikiann",
    "dane",
    "norne", 
    "KBLab/sucx3_ner"
]

dataset_subsets = {
    "wikiann": [
        "nn", "no", "da", "sv", "fo", "is"
    ],
    "dane": [None],
    "norne": ["combined-7"],
    "KBLab/sucx3_ner": ["original_cased"]
}

Unified to the following BIO-scheme:

# O: 0
# B-PER: 1
# I-PER: 2
# B-ORG: 3
# I-ORG: 4
# B-LOC: 5
# I-LOC: 6
# B-MISC: 7
# I-MISC: 8

mappers = {
    "norne": {
        0: 0,
        1: 1,
        2: 2,
        3: 3,
        4: 4,
        # PROD->MISC
        5: 7,
        6: 8,
        # LOC -> LOC
        7: 5,
        8: 6,
        # DRV -> MISC (names, but derived)
        9: 7,
        10: 8,
        # EVT -> MISC (events)
        11: 7,
        12: 8,
        # MISC -> MISC
        13: 7,
        14: 8,
    },
    "KBLab/sucx3_ner": {
        "O": 0,
        # PER
        "B-person": 1,
        "I-person": 2,
        # LOC
        "B-place": 5,
        "I-place": 6,
        # ORG
        "I-inst": 4,
        "B-inst": 3,
        # MISC
        # this is considered a 'work' by someone or something
        "B-work": 7,
        "I-work": 8,
        "B-animal": 7,
        "I-animal": 8,
        "B-product": 7,
        "I-product": 8,
        "B-event": 7,
        "I-event": 8,
        "B-other": 7,
        "I-other": 8,
        # mythological
        "B-myth": 7,
        "I-myth": 8,
    },
}